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Multi-focus image fusion based on muti-scheme
2009 IEEE International Conference on Systems, Man and Cybernetics, 2009Multi-focus fusion is an important technique to integrate focal information from a set of input registered images. In this effort, a novel image fusion algorithm based on multi-scheme is presented. Given an over-complete Gabor dictionary, through matching pursuit signal decomposition algorithm, each source image can be described by sparse combinations ...
Lixiong Liu, Bin Liao
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Zero-Shot Multi-Focus Image Fusion
2021 IEEE International Conference on Multimedia and Expo (ICME), 2021Xingyu Hu +3 more
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Multi-focus Image Fusion with PCA Filters of PCANet
2019As is well known to all, the training of deep learning model is time consuming and complex. Therefore, in this paper, a very simple deep learning model called PCANet is used to extract image features from multi-focus images. First, we train the two-stage PCANet using ImageNet to get PCA filters which will be used to extract image features.
Xu Song, Xiao-Jun Wu 0001
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Multi-focus image fusion: A Survey of the state of the art
Information Fusion, 2020Xun Chen, Juan Cheng, Yu Liu
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Multi-Focus Image Fusion Based on Multi-Scale Gradients and Image Matting
IEEE Transactions on Multimedia, 2022Jun Chen, Jiayi Ma, Xuejiao Li
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Multi-focus image fusion with a deep convolutional neural network
Information Fusion, 2017Xun Chen, Hu Peng, Zeng-Fu Wang
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Boundary finding based multi-focus image fusion through multi-scale morphological focus-measure
Information Fusion, 2017Yu Zhang, Xiangzhi Bai
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Multi-focus image fusion using dictionary-based sparse representation
Information Fusion, 2015Mansour Nejati +2 more
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Multi-Focus Image Fusion Based on Improved CNN
2022 7th International Conference on Multimedia and Image Processing, 2022openaire +2 more sources
Evaluation of focus measures in multi-focus image fusion
Pattern Recognition Letters, 2007Zhongliang Jing
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